A tailored course, built for your situation
Advanced CFD and Thermal Modeling for Industrial Scale-Up
Master fluid dynamics, electrochemical engineering, and CO₂ conversion with precision modeling techniques
$199 one-time
24-hour access provisioning
30-day money-back guarantee
Hand-built implementation playbook
12 modules. 12 chapters per module. 144 chapters total.
12 modules, each with 12 chapters (144 chapters total), text-based, plus downloadable templates and a hand-built implementation playbook delivered alongside course access.
Struggling to translate lab-scale CFD models to industrial-scale systems with accuracy?
The situation this course is for
Even with strong fundamentals, scaling multiphase flow, thermal gradients, and electrochemical transport introduces hidden instabilities. Small modeling errors amplify, leading to unreliable predictions, rework, and stalled progress in CO₂ conversion or reactor design. Traditional courses don’t address the coupling challenges you face right now.
Who this is for
Ph.D. researcher in mechanical or chemical engineering, focused on CFD, thermal systems, and industrial-scale electrochemical processes
Who this is not for
Entry-level students or professionals not working with volume-of-fluid methods or industrial reactor modeling
What you walk away with
- Build robust volume-of-fluid models for phase change and interfacial dynamics
- Optimize CO₂ reduction systems using transport-reaction coupling
- Scale thermal gradients across domains without stability loss
- Integrate electrochemical kinetics into CFD frameworks
- Deliver publish-ready simulation workflows with reproducible results
The 12 modules (with all 144 chapters)
Module 1. Foundations of Multiphase Flow
Establish core principles of volume-of-fluid methods, interface tracking, and phase interaction for industrial applications.
12 chapters in this module
- Interface advection schemes
- Surface tension modeling
- Phase fraction discretization
- Curvature calculation methods
- Spurious current reduction
- Mesh resolution guidelines
- Time step constraints
- Boundary condition setup
- Density ratio effects
- Viscosity interpolation
- Contact line dynamics
- VOF stability criteria
Module 2. Thermal Gradients in Reactors
Model heat transfer across phases and boundaries with high spatial fidelity for accurate thermal prediction.
12 chapters in this module
- Conductive interface modeling
- Convective heat transfer coupling
- Radiative effects approximation
- Temperature-dependent properties
- Heat source distribution
- Wall heat flux setup
- Transient thermal response
- Mesh refinement zones
- Phase-change enthalpy
- Latent heat integration
- Thermal boundary layers
- Cooling rate control
Module 3. Electrochemical Transport Basics
Integrate ion transport, electrode kinetics, and potential fields into fluid domains for CO₂ conversion systems.
12 chapters in this module
- Nernst-Planck formulation
- Butler-Volmer kinetics
- Double layer approximation
- Ionic conductivity models
- Electrode surface reactions
- Potential field coupling
- Mass transport limitations
- Current density mapping
- Electrolyte composition effects
- pH gradient modeling
- Reaction order selection
- Faradaic efficiency tracking
Module 4. Phase Change Modeling
Simulate boiling, condensation, and melting with accurate energy and momentum transfer between phases.
12 chapters in this module
- Enthalpy-porosity method
- Evaporation rate models
- Condensation dynamics
- Interfacial mass transfer
- Energy balance closure
- Latent heat release
- Bubble nucleation zones
- Film thickness control
- Contact angle hysteresis
- Thermocapillary effects
- Marangoni flow setup
- Phase change stability
Module 5. Turbulence in Multiphase Flow
Apply turbulence models that preserve interface integrity while capturing mixing and shear effects.
12 chapters in this module
- RANS modeling approach
- k-epsilon adjustments
- k-omega SST adaptation
- Reynolds stress models
- Turbulent dispersion forces
- Eddy interaction scaling
- Interface breakup criteria
- Coalescence modeling
- Bubble size distribution
- Turbulence damping zones
- Shear-induced mixing
- Wall damping functions
Module 6. Meshing for Industrial Accuracy
Design adaptive, efficient meshes that resolve critical gradients without excessive computational cost.
12 chapters in this module
- Structured vs unstructured
- Boundary layer refinement
- Interface resolution rules
- Dynamic mesh adaptation
- Curvature-based refinement
- Time-step coupling
- Orthogonality optimization
- Skewness control
- Aspect ratio limits
- Growth rate settings
- Patch-independent sizing
- Parallel partitioning
Module 7. Scaling from Lab to Plant
Preserve physics fidelity when increasing domain size, managing computational load and model assumptions.
12 chapters in this module
- Geometric similarity rules
- Dimensionless number matching
- Reynolds number scaling
- Weber number effects
- Froude number relevance
- Capillary number balance
- Flow regime transitions
- Pump power correlation
- Residence time matching
- Mixing time equivalence
- Heat flux scaling
- Mass transfer coefficient
Module 8. CO₂ Reduction System Design
Model full electrochemical cells for formate production with accurate transport and reaction coupling.
12 chapters in this module
- Gas diffusion electrode setup
- CO₂ solubility modeling
- Catalyst layer porosity
- Triple-phase boundary
- Formate selectivity factors
- pH influence on yield
- Electrolyte flow patterns
- Current distribution mapping
- Membrane resistance
- Ion crossover effects
- Product accumulation
- Cell voltage optimization
Module 9. Solver Stability and Convergence
Achieve reliable convergence in tightly coupled systems with robust numerical settings and relaxation.
12 chapters in this module
- Pressure-velocity coupling
- SIMPLE algorithm tuning
- Under-relaxation factors
- Residual monitoring
- Convergence criteria
- Field initialization
- Time-marching stability
- Non-orthogonal correction
- Gradient reconstruction
- Face interpolation schemes
- Flux limiting
- Algebraic multigrid setup
Module 10. Validation and Benchmarking
Compare simulations to experimental data with statistical rigor and uncertainty quantification.
12 chapters in this module
- Experimental data alignment
- Uncertainty propagation
- Grid convergence index
- Order of accuracy
- Richardson extrapolation
- Statistical error metrics
- Flow regime validation
- Heat transfer coefficients
- Species concentration match
- Temporal response fit
- Sensitivity analysis
- Parameter calibration
Module 11. Automation and Workflow Design
Build repeatable, scriptable workflows for parameter sweeps and design optimization.
12 chapters in this module
- Case setup scripting
- Parameter variation
- Batch processing
- Convergence tracking
- Data extraction
- Post-processing automation
- Visualization templates
- Report generation
- Design of experiments
- Response surface modeling
- Optimization loops
- Error handling
Module 12. Publish-Ready Simulation Packages
Assemble complete, reproducible simulation studies ready for peer review and collaboration.
12 chapters in this module
- Mesh documentation
- Boundary condition log
- Material property tables
- Solver settings archive
- Initialization protocol
- Time step record
- Convergence history
- Validation data set
- Figure generation
- Caption writing
- Supplemental data prep
- Reproducibility checklist
How this maps to your situation
- You're scaling multiphase CFD models to industrial reactors
- You're integrating electrochemical reactions into fluid domains
- You're optimizing CO₂ conversion efficiency with transport modeling
- You're preparing publishable, high-fidelity simulation workflows
Before vs. after
Before
Models break during scale-up, convergence is unstable, and results lack reproducibility for publication.
After
You deliver robust, validated simulations that scale reliably and support high-impact research in thermal and electrochemical systems.
What's included with your purchase
- 12 modules with 12 chapters each (144 chapters)
- Downloadable templates and worked examples for every module
- Hand-built implementation playbook delivered alongside course access
- 30-day money-back guarantee
Delivery and format
- Course and learning environment access provisioned within 24 hours of purchase
- Hand-built implementation playbook delivered alongside course access
Format: Text-based modules and chapters in the Art of Service learning environment, plus downloadable templates and worked examples for every chapter, plus the hand-built implementation playbook delivered alongside course access.
Time investment: Approximately 3 hours per module, designed for integration into active research cycles.
If nothing changes
Without precise modeling techniques, scaling errors accumulate, leading to invalid predictions, rejected manuscripts, and delayed progress in CO₂ conversion research.
How this compares to the alternatives
Generic CFD courses focus on basics and lack industrial-scale electrochemical coupling. This course fills the gap with targeted methods for CO₂ conversion, phase change, and publishable workflow design.
Frequently asked
Who is this course designed for?
Ph.D. candidates and researchers working on industrial-scale CFD, thermal systems, and electrochemical conversion processes.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Does it cover CO₂ to formate conversion?
Yes, Module 8 focuses on modeling full electrochemical cells for formate production with transport and reaction coupling.
$199 one-time. Approximately 3 hours per module, designed for integration into active research cycles..
Within 24 hours your account in the learning environment is provisioned and the tailored implementation playbook is delivered alongside it.
30-day money-back guarantee·
144 chapters·
Hand-built playbook included·
Account access within 24 hours